{"id":"W2156625985","doi":"10.1371/journal.pone.0098852","title":"Effect of Corneal Hydration on the Quality of the Femtosecond Laser Anterior Lamellar Cut","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Polytechnique Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"Canadian Institutes of Health Research","keywords":"Ablation; Cornea; Laser ablation; Materials science; Femtosecond; Lamellar structure; Eye bank; Ophthalmology; LASIK; Keratomileusis; Keratoconus; Laser; Biomedical engineering; Medicine; Optics; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003881164,0.000183996,0.0001949439,0.0002150511,0.0001413023,0.0003545033,0.00008308668,0.0001436726,0.001056056],"category_scores_gemma":[0.00172465,0.0001275569,0.0002500098,0.0001161046,0.000297689,0.0002409287,0.0003379461,0.0003278718,0.0000823205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268927,"about_ca_system_score_gemma":0.0001375568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008199082,"about_ca_topic_score_gemma":0.0008517749,"domain_scores_codex":[0.9996551,0.00008297244,0.00003159956,0.00003473642,0.0001534284,0.00004223326],"domain_scores_gemma":[0.9989789,0.0002828517,0.0003443347,0.00007898382,0.0001766263,0.0001384983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006385893,0.0002374109,0.1198823,0.000169733,0.0001766177,0.0004425953,0.0004607064,0.0005764438,0.8390481,0.00005353779,0.00007745367,0.03248902],"study_design_scores_gemma":[0.00004090534,0.004224854,0.8081953,0.00001777734,0.0001064571,0.0008262129,0.0003849794,0.001434476,0.1840511,0.00004528525,0.0006499108,0.00002275959],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999278,0.0002673054,0.0002850606,0.000006501163,0.000002457108,0.000008770433,0.00001350438,0.000005352542,0.0001330663],"genre_scores_gemma":[0.9995721,0.00007165288,0.0001843988,0.000007211778,0.000001789416,0.000004371596,0.00002390222,0.000003313347,0.0001313391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056056,"threshold_uncertainty_score":0.003532827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03461829132917589,"score_gpt":0.2651501446179992,"score_spread":0.2305318532888234,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}